hand_dapg
Robotic control algorithm
Develops reinforcement learning-based control algorithms for complex robotic tasks like dexterous hand manipulation.
Repository to accompany RSS 2018 paper on dexterous hand manipulation
227 stars
7 watching
31 forks
Language: Python
last commit: over 1 year ago imitation-learningmujoco-environmentsreinforcement-learningroboticssimulation
Related projects:
Repository | Description | Stars |
---|---|---|
robotology/whole-body-controllers | Develops control algorithms for humanoid robots using Simulink-based whole-body controllers | 124 |
andyzeng/visual-pushing-grasping | An implementation of a deep reinforcement learning method for robotic manipulation | 926 |
aravinthpanch/gesture-recognition-for-human-robot-interaction | This project enables humans to control robots using hand gestures by tracking skeletal points and translating them into robot movements or actions. | 72 |
hubfire/muti-branch-ddpg-carla | An implementation of a reinforcement learning algorithm using multi-branch architecture and Deep Deterministic Policy Gradients (DDPG) to control autonomous vehicles in simulation environments. | 79 |
mirsking/deep_learning_for_detectin_robotic_grasps | Research code for detecting robotic grasps using deep learning algorithms | 42 |
rorschachuk/mearmpi | Controls movement of a robotic arm with inverse kinematics | 57 |
personalrobotics/aikido | A C++ library and Python bindings for solving motion planning and decision making problems in robotics. | 214 |
ikostrikov/pytorch-ddpg-naf | An implementation of reinforcement learning algorithms for continuous control tasks using deep neural networks. | 307 |
rajesh-siraskar/reinforcement-learning-for-control-of-valves | Develops and tests a reinforcement learning-based control system for non-linear valve models using Deep Deterministic Policy-Gradient algorithm | 78 |
rr-learning/trifinger_rl_datasets | A collection of robotics datasets and simulated environments for training reinforcement learning algorithms on real robot hardware | 17 |
robotis-git/open_manipulator_msgs | A collection of ROS messages and tools for interacting with a robotic arm | 7 |
gavinlyonsrepo/rpimotorlib | A Python library to control and interface with various motor systems on Raspberry Pi boards. | 311 |
smartlab-purdue/robotarium-rendezvous-rssdoa | Multi-agent consensus control in Robotarium platform using various rendezvous and bearing-only algorithms. | 46 |
yashbansod/robotics-planning-dynamics-and-control | A collection of MATLAB codes for simulating and controlling robots, focusing on planning, dynamics, and control | 357 |
sergioskar/robotic-arm | An open-source project that models and controls a 4-degree-of-freedom robotic arm using MATLAB | 76 |